5.
New robot tasks without retraining: just retrieve demos
A retrieval-conditioned VLA policy can be frozen once and extended to new tasks at test time by adding cheap human-hand demonstrations to a retrieval pool
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A retrieval-conditioned VLA policy can be frozen once and extended to new tasks at test time by adding cheap human-hand demonstrations to a retrieval pool